Giulio Zizzo

According to our database, Giulio Zizzo authored at least 20 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Robust Defense against Adversarial Attacks on Deep Learning-based Malware Detectors via (De)Randomized Smoothing.

Daniel Gibert, Giulio Zizzo, Quan Le, Jordi Planes

CoRR, 2024

Differentially Private and Adversarially Robust Machine Learning: An Empirical Evaluation.

Janvi Thakkar, Giulio Zizzo, Sergio Maffeis

CoRR, 2024

Domain Adaptation for Time series Transformers using One-step fine-tuning.

Subina Khanal, Seshu Tirupathi, Giulio Zizzo, Ambrish Rawat, Torben Bach Pedersen

CoRR, 2024

2023

Elevating Defenses: Bridging Adversarial Training and Watermarking for Model Resilience.

Janvi Thakkar, Giulio Zizzo, Sergio Maffeis

CoRR, 2023

Query-Free Evasion Attacks Against Machine Learning-Based Malware Detectors with Generative Adversarial Networks.

Daniel Gibert, Jordi Planes, Quan Le, Giulio Zizzo

CoRR, 2023

A Wolf in Sheep's Clothing: Query-Free Evasion Attacks Against Machine Learning-Based Malware Detectors with Generative Adversarial Networks.

Daniel Gibert, Jordi Planes, Quan Le, Giulio Zizzo

Proceedings of the IEEE European Symposium on Security and Privacy, 2023

Towards a Practical Defense Against Adversarial Attacks on Deep Learning-Based Malware Detectors via Randomized Smoothing.

Daniel Gibert, Giulio Zizzo, Quan Le

Proceedings of the Computer Security. ESORICS 2023 International Workshops, 2023

Certified Robustness of Static Deep Learning-based Malware Detectors against Patch and Append Attacks.

Daniel Gibert, Giulio Zizzo, Quan Le

Proceedings of the 16th ACM Workshop on Artificial Intelligence and Security, 2023

Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models.

Myles Foley, Ambrish Rawat, Taesung Lee, Yufang Hou, Gabriele Picco, Giulio Zizzo

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Robust Learning Protocol for Federated Tumor Segmentation Challenge.

Ambrish Rawat, Giulio Zizzo, Swanand Kadhe, Jonathan P. Epperlein, Stefano Braghin

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2022

Machine Learning Platform for Extreme Scale Computing on Compressed IoT Data.

Seshu Tirupathi, Dhaval Salwala, Giulio Zizzo, Ambrish Rawat, Mark Purcell, Søren Kejser Jensen, Christian Thomsen, Nguyen Ho, Carlos E. Muñiz-Cuza, Jonas Brusokas, Torben Bach Pedersen, Giorgos Alexiou, Giorgos Giannopoulos, Panagiotis Gidarakos, Alexandros Kalimeris, Stavros Maroulis, George Papastefanatos, Ioannis Psarros, Vassilis Stamatopoulos, Manolis Terrovitis

Proceedings of the IEEE International Conference on Big Data, 2022

Security and Robustness in Federated Learning.

Ambrish Rawat, Giulio Zizzo, Muhammad Zaid Hameed, Luis Muñoz-González

Proceedings of the Federated Learning, 2022

2021

Certified Federated Adversarial Training.

Giulio Zizzo, Ambrish Rawat, Mathieu Sinn, Sergio Maffeis, Chris Hankin

CoRR, 2021

2020

FAT: Federated Adversarial Training.

Giulio Zizzo, Ambrish Rawat, Mathieu Sinn, Beat Buesser

CoRR, 2020

Adversarial Attacks on Time-Series Intrusion Detection for Industrial Control Systems.

Giulio Zizzo, Chris Hankin, Sergio Maffeis, Kevin Jones

Proceedings of the 19th IEEE International Conference on Trust, 2020

2019

Intrusion Detection for Industrial Control Systems: Evaluation Analysis and Adversarial Attacks.

Giulio Zizzo, Chris Hankin, Sergio Maffeis, Kevin Jones

CoRR, 2019

Deep Latent Defence.

Giulio Zizzo, Chris Hankin, Sergio Maffeis, Kevin Jones

CoRR, 2019

Adversarial Machine Learning Beyond the Image Domain.

Giulio Zizzo, Chris Hankin, Sergio Maffeis, Kevin Jones

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018

CPS-MT: A Real-Time Cyber-Physical System Monitoring Tool for Security Research.

Martín Barrère, Chris Hankin, Angelo Barboni, Giulio Zizzo, Francesca Boem, Sergio Maffeis, Thomas Parisini

Proceedings of the 24th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2018

2017

Position Tracking During Human Walking Using an Integrated Wearable Sensing System.

Giulio Zizzo, Lei Ren

Sensors, 2017